Reading info.rhd file...

Reading Intan Technologies RHD2000 Data File, Version 1.5

n signal groups 7
Found 32 amplifier channels.
Found 3 auxiliary input channels.
Found 1 supply voltage channel.
Found 0 board ADC channels.
Found 1 board digital input channel.
Found 0 board digital output channels.
Found 0 temperature sensors channels.

Header file contains no data.  Amplifiers were sampled at 30.00 kS/s.
Done!  Elapsed time: 0.0 seconds

Recording Info
--------------

amplifier_sampling_rate    30000.0
dig_in_sampling_rate       30000.0
notch_filter               60
ports                      
    C, C, C, C, C, C, C, C, C, C, C, C, C, C, C, C, C, C, C, C, C, C, C, C, C, C, C, C, C, C, C, C
channels                   
    0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31
num_channels               32
dig_in                     
    0
file_type                  one file per channel

clustering_params.json not found in recording directory. Pulling parameters from defaults
spike_array_params.json not found in recording directory. Pulling parameters from defaults
psth_params.json not found in recording directory. Pulling parameters from defaults
pal_id_params.json not found in recording directory. Pulling parameters from defaults
CAR_params.json not found in recording directory. Pulling parameters from defaults
Writing parameters to JSON...Writing all parameters to json file in analysis_params folder...

Saved RN31_ctaTest to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest_dataset.p


Extract Intan Data
--------------------
Creating empty HDF5 store with raw data groups
Writing RN31_ctaTest.h5 ...Done!

Creating empty arrays in hdf5 store for raw data...Done!
Extracting Intan data to HDF5 Store:
 h5 file: /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest.h5

Reading time data...
Writing time data...Done!

----------
Extracting Digital Signal Data
----------
Reading digitalin data from board-DIN-00.dat...Done!
Writing data from ditigal in channel 0 to dig_in_0...Done!
Done! Elapsed Time: 0.59


----------
Extracting Amplifier Signal Data
----------
Reading data from amp-C-000.dat...Done!
Writing data from port C channel 0 to electrode0...Done!
Reading data from amp-C-001.dat...Done!
Writing data from port C channel 1 to electrode1...Done!
Reading data from amp-C-002.dat...Done!
Writing data from port C channel 2 to electrode2...Done!
Reading data from amp-C-003.dat...Done!
Writing data from port C channel 3 to electrode3...Done!
Reading data from amp-C-004.dat...Done!
Writing data from port C channel 4 to electrode4...Done!
Reading data from amp-C-005.dat...Done!
Writing data from port C channel 5 to electrode5...Done!
Reading data from amp-C-006.dat...Done!
Writing data from port C channel 6 to electrode6...Done!
Reading data from amp-C-007.dat...Done!
Writing data from port C channel 7 to electrode7...Done!
Reading data from amp-C-008.dat...Done!
Writing data from port C channel 8 to electrode8...Done!
Reading data from amp-C-009.dat...Done!
Writing data from port C channel 9 to electrode9...Done!
Reading data from amp-C-010.dat...Done!
Writing data from port C channel 10 to electrode10...Done!
Reading data from amp-C-011.dat...Done!
Writing data from port C channel 11 to electrode11...Done!
Reading data from amp-C-012.dat...Done!
Writing data from port C channel 12 to electrode12...Done!
Reading data from amp-C-013.dat...Done!
Writing data from port C channel 13 to electrode13...Done!
Reading data from amp-C-014.dat...Done!
Writing data from port C channel 14 to electrode14...Done!
Reading data from amp-C-015.dat...Done!
Writing data from port C channel 15 to electrode15...Done!
Reading data from amp-C-016.dat...Done!
Writing data from port C channel 16 to electrode16...Done!
Reading data from amp-C-017.dat...Done!
Writing data from port C channel 17 to electrode17...Done!
Reading data from amp-C-018.dat...Done!
Writing data from port C channel 18 to electrode18...Done!
Reading data from amp-C-019.dat...Done!
Writing data from port C channel 19 to electrode19...Done!
Reading data from amp-C-020.dat...Done!
Writing data from port C channel 20 to electrode20...Done!
Reading data from amp-C-021.dat...Done!
Writing data from port C channel 21 to electrode21...Done!
Reading data from amp-C-022.dat...Done!
Writing data from port C channel 22 to electrode22...Done!
Reading data from amp-C-023.dat...Done!
Writing data from port C channel 23 to electrode23...Done!
Reading data from amp-C-024.dat...Done!
Writing data from port C channel 24 to electrode24...Done!
Reading data from amp-C-025.dat...Done!
Writing data from port C channel 25 to electrode25...Done!
Reading data from amp-C-026.dat...Done!
Writing data from port C channel 26 to electrode26...Done!
Reading data from amp-C-027.dat...Done!
Writing data from port C channel 27 to electrode27...Done!
Reading data from amp-C-028.dat...Done!
Writing data from port C channel 28 to electrode28...Done!
Reading data from amp-C-029.dat...Done!
Writing data from port C channel 29 to electrode29...Done!
Reading data from amp-C-030.dat...Done!
Writing data from port C channel 30 to electrode30...Done!
Reading data from amp-C-031.dat...Done!
Writing data from port C channel 31 to electrode31...Done!
Done! Elapsed Time: 25.14

Writing electrode_map to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest.h5...
Writing digital_input_map to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest.h5...
Saved RN31_ctaTest to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest_dataset.p


Data Extraction Complete
--------------------

----------
Gathering Trial Data and Creating Table
----------
Generating trial list for digital inputs: 0
Constructing DataFrame...Done!
Writing data to h5 file...Done!
Done! Elapsed Time: 0.21

No digital output data found
Saved RN31_ctaTest to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest_dataset.p

Marking dead channels
----------
Marking eletrodes [7, 8, 12] as dead.
They will be excluded from common average referencing.
Writing electrode_map to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest.h5...
Saved RN31_ctaTest to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest_dataset.p

CAR Groups

Group 0	Group 1
-------	-------
0	8
1	9
2	10
3	11
4	12
5	13
6	14
7	15
24	16
25	17
26	18
27	19
28	20
29	21
30	22
31	23

----------
Common Average Referencing
----------
Common Average Referencing Electrodes:
0, 1, 2, 3, 4, 5, 6, 24, 25, 26, 27, 28, 29, 30, 31
Computing common average...Done!
Storing common average signal...Done!
Storing referenced signals...Done!
Done! Elapsed Time: 12.22


----------
Common Average Referencing
----------
Common Average Referencing Electrodes:
9, 10, 11, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23
Computing common average...Done!
Storing common average signal...Done!
Storing referenced signals...Done!
Done! Elapsed Time: 20.98


----------
Compressing and repacking h5 file
----------
Repacking /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest.h5 as /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/tmp.h5...
Removing old h5 file: /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest.h5
Renaming temporary file to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest.h5
Done! Elapsed Time: 114.22

Saved RN31_ctaTest to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest_dataset.p


Running Spike Detection
-------------------
Parameters
file_dir             /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427
data_quality         clean
sampling_rate        30000.0
clustering_params    
    Max Number of Clusters      7
    Max Number of Iterations    1000
    Convergence Criterion       0.001
    GMM random restarts         10
    
data_params          
    V_cutoff for disconnected headstage     1500
    Max rate of cutoff breach per second    0.2
    Max allowed seconds with a breach       10
    Max allowed breaches per second         20
    Intra-cluster waveform amp SD cutoff    3
    
bandpass_params      
    Lower freq cutoff    300
    Upper freq cutoff    3000
    
spike_snapshot       
    Time before spike (ms)    0.5
    Time after spike (ms)     1
    

Electrode    Result    Cutoff (s)
  0            1         1206
  1            1         1206
  2            1         1206
  3            1         1206
  4            1         1206
  5            1         1206
  6            1         1206
  9            1         1206
  10           0         13
  11           1         1206
  13           1         1206
  14           1         1206
  15           1         1206
  16           1         1206
  17           1         1206
  18           1         1206
  19           1         1206
  20           1         1206
  21           1         1206
  22           1         1206
  23           1         1206
  24           1         1206
  25           1         1206
  26           1         1206
  27           1         1206
  28           1         1206
  29           1         1206
  30           1         1206
  31           1         1206
1 - Sucess
0 - No data or no spikes
-1 - Error
Writing electrode_map to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest.h5...
Saved RN31_ctaTest to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest_dataset.p

Spike Detection Complete
------------------

Running Blech Clust
-------------------
Parameters
file_dir             /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427
data_quality         clean
sampling_rate        30000.0
clustering_params    
    Max Number of Clusters      7
    Max Number of Iterations    1000
    Convergence Criterion       0.001
    GMM random restarts         10
    
data_params          
    V_cutoff for disconnected headstage     1500
    Max rate of cutoff breach per second    0.2
    Max allowed seconds with a breach       10
    Max allowed breaches per second         20
    Intra-cluster waveform amp SD cutoff    3
    
bandpass_params      
    Lower freq cutoff    300
    Upper freq cutoff    3000
    
spike_snapshot       
    Time before spike (ms)    0.5
    Time after spike (ms)     1
    

Writing electrode_map to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest.h5...
Saved RN31_ctaTest to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest_dataset.p

Clustering Complete
------------------
Errors encountered:
[ValueError('need at least one array to concatenate')]

Running Spike Detection
-------------------
Parameters
file_dir                  /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427
data_quality              clean
sampling_rate             30000.0
clustering_params         
    Max Number of Clusters      7
    Max Number of Iterations    1000
    Convergence Criterion       0.001
    GMM random restarts         10
    
data_params               
    V_cutoff for disconnected headstage     1500
    Max rate of cutoff breach per second    0.2
    Max allowed seconds with a breach       10
    Max allowed breaches per second         20
    Intra-cluster waveform amp SD cutoff    3
    
bandpass_params           
    Lower freq cutoff    300
    Upper freq cutoff    3000
    
spike_snapshot            
    Time before spike (ms)    0.5
    Time after spike (ms)     1
    
max_clusters              7
max_iterations            1000
threshold                 0.001
num_restarts              10
wf_amplitude_sd_cutoff    3

Electrode    Result    Cutoff (s)
  0            1         1206
  1            1         1206
  2            1         1206
  3            1         1206
  4            1         1206
  5            1         1206
  6            1         1206
  9            1         1206
  10           0         13
  11           1         1206
  13           1         1206
  14           1         1206
  15           1         1206
  16           1         1206
  17           1         1206
  18           1         1206
  19           1         1206
  20           1         1206
  21           1         1206
  22           1         1206
  23           1         1206
  24           1         1206
  25           1         1206
  26           1         1206
  27           1         1206
  28           1         1206
  29           1         1206
  30           1         1206
  31           1         1206
1 - Sucess
0 - No data or no spikes
-1 - Error
Writing electrode_map to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest.h5...
Saved RN31_ctaTest to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest_dataset.p

Spike Detection Complete
------------------

----------
Clustering Cleanup
----------
Removing raw data from hdf5 store...Done!
Removing referenced data from hdf5 store...Done!

----------
Compressing and repacking h5 file
----------
Repacking /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest.h5 as /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/tmp.h5...
Removing old h5 file: /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest.h5
Renaming temporary file to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest.h5
Done! Elapsed Time: 11.68

Done! Elapsed Time: 12.13

Saved RN31_ctaTest to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest_dataset.p

Saved RN31_ctaTest to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest_dataset.p

Generating unit arrays with parameters:
----------
    dig_ins_to_use    
            0
    laser_channels    
        
    sampling_rate     30000.0
    pre_stimulus      2000
    post_stimulus     5000
    

----------
Making Unit Spike Arrays
----------


----------
Reading Trial Data Table From Store
----------
Done! Elapsed Time: 0.01


----------
Reading Trial Data Table From Store
----------
Done! Elapsed Time: 0.01

Creating spike arrays for dig_in_0...
Done with spike array creation!
----------

Saved RN31_ctaTest to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest_dataset.p


---------
Beginning unit similarity calculation
----------
Computing similarity between Unit 0 and Unit 0
Computing similarity between Unit 0 and Unit 1
Computing similarity between Unit 0 and Unit 2
Computing similarity between Unit 0 and Unit 3
Computing similarity between Unit 0 and Unit 4
Computing similarity between Unit 0 and Unit 5
Computing similarity between Unit 0 and Unit 6
Computing similarity between Unit 0 and Unit 7
Computing similarity between Unit 0 and Unit 8
Computing similarity between Unit 0 and Unit 9
Computing similarity between Unit 0 and Unit 10
Computing similarity between Unit 0 and Unit 11
Computing similarity between Unit 0 and Unit 12
Computing similarity between Unit 0 and Unit 13
Computing similarity between Unit 0 and Unit 14
Computing similarity between Unit 0 and Unit 15
Computing similarity between Unit 0 and Unit 16
Computing similarity between Unit 0 and Unit 17
Computing similarity between Unit 0 and Unit 18
Computing similarity between Unit 1 and Unit 0
Computing similarity between Unit 1 and Unit 1
Computing similarity between Unit 1 and Unit 2
Computing similarity between Unit 1 and Unit 3
Computing similarity between Unit 1 and Unit 4
Computing similarity between Unit 1 and Unit 5
Computing similarity between Unit 1 and Unit 6
Computing similarity between Unit 1 and Unit 7
Computing similarity between Unit 1 and Unit 8
Computing similarity between Unit 1 and Unit 9
Computing similarity between Unit 1 and Unit 10
Computing similarity between Unit 1 and Unit 11
Computing similarity between Unit 1 and Unit 12
Computing similarity between Unit 1 and Unit 13
Computing similarity between Unit 1 and Unit 14
Computing similarity between Unit 1 and Unit 15
Computing similarity between Unit 1 and Unit 16
Computing similarity between Unit 1 and Unit 17
Computing similarity between Unit 1 and Unit 18
Computing similarity between Unit 2 and Unit 0
Computing similarity between Unit 2 and Unit 1
Computing similarity between Unit 2 and Unit 2
Computing similarity between Unit 2 and Unit 3
Computing similarity between Unit 2 and Unit 4
Computing similarity between Unit 2 and Unit 5
Computing similarity between Unit 2 and Unit 6
Computing similarity between Unit 2 and Unit 7
Computing similarity between Unit 2 and Unit 8
Computing similarity between Unit 2 and Unit 9
Computing similarity between Unit 2 and Unit 10
Computing similarity between Unit 2 and Unit 11
Computing similarity between Unit 2 and Unit 12
Computing similarity between Unit 2 and Unit 13
Computing similarity between Unit 2 and Unit 14
Computing similarity between Unit 2 and Unit 15
Computing similarity between Unit 2 and Unit 16
Computing similarity between Unit 2 and Unit 17
Computing similarity between Unit 2 and Unit 18
Computing similarity between Unit 3 and Unit 0
Computing similarity between Unit 3 and Unit 1
Computing similarity between Unit 3 and Unit 2
Computing similarity between Unit 3 and Unit 3
Computing similarity between Unit 3 and Unit 4
Computing similarity between Unit 3 and Unit 5
Computing similarity between Unit 3 and Unit 6
Computing similarity between Unit 3 and Unit 7
Computing similarity between Unit 3 and Unit 8
Computing similarity between Unit 3 and Unit 9
Computing similarity between Unit 3 and Unit 10
Computing similarity between Unit 3 and Unit 11
Computing similarity between Unit 3 and Unit 12
Computing similarity between Unit 3 and Unit 13
Computing similarity between Unit 3 and Unit 14
Computing similarity between Unit 3 and Unit 15
Computing similarity between Unit 3 and Unit 16
Computing similarity between Unit 3 and Unit 17
Computing similarity between Unit 3 and Unit 18
Computing similarity between Unit 4 and Unit 0
Computing similarity between Unit 4 and Unit 1
Computing similarity between Unit 4 and Unit 2
Computing similarity between Unit 4 and Unit 3
Computing similarity between Unit 4 and Unit 4
Computing similarity between Unit 4 and Unit 5
Computing similarity between Unit 4 and Unit 6
Computing similarity between Unit 4 and Unit 7
Computing similarity between Unit 4 and Unit 8
Computing similarity between Unit 4 and Unit 9
Computing similarity between Unit 4 and Unit 10
Computing similarity between Unit 4 and Unit 11
Computing similarity between Unit 4 and Unit 12
Computing similarity between Unit 4 and Unit 13
Computing similarity between Unit 4 and Unit 14
Computing similarity between Unit 4 and Unit 15
Computing similarity between Unit 4 and Unit 16
Computing similarity between Unit 4 and Unit 17
Computing similarity between Unit 4 and Unit 18
Computing similarity between Unit 5 and Unit 0
Computing similarity between Unit 5 and Unit 1
Computing similarity between Unit 5 and Unit 2
Computing similarity between Unit 5 and Unit 3
Computing similarity between Unit 5 and Unit 4
Computing similarity between Unit 5 and Unit 5
Computing similarity between Unit 5 and Unit 6
Computing similarity between Unit 5 and Unit 7
Computing similarity between Unit 5 and Unit 8
Computing similarity between Unit 5 and Unit 9
Computing similarity between Unit 5 and Unit 10
Computing similarity between Unit 5 and Unit 11
Computing similarity between Unit 5 and Unit 12
Computing similarity between Unit 5 and Unit 13
Computing similarity between Unit 5 and Unit 14
Computing similarity between Unit 5 and Unit 15
Computing similarity between Unit 5 and Unit 16
Computing similarity between Unit 5 and Unit 17
Computing similarity between Unit 5 and Unit 18
Computing similarity between Unit 6 and Unit 0
Computing similarity between Unit 6 and Unit 1
Computing similarity between Unit 6 and Unit 2
Computing similarity between Unit 6 and Unit 3
Computing similarity between Unit 6 and Unit 4
Computing similarity between Unit 6 and Unit 5
Computing similarity between Unit 6 and Unit 6
Computing similarity between Unit 6 and Unit 7
Computing similarity between Unit 6 and Unit 8
Computing similarity between Unit 6 and Unit 9
Computing similarity between Unit 6 and Unit 10
Computing similarity between Unit 6 and Unit 11
Computing similarity between Unit 6 and Unit 12
Computing similarity between Unit 6 and Unit 13
Computing similarity between Unit 6 and Unit 14
Computing similarity between Unit 6 and Unit 15
Computing similarity between Unit 6 and Unit 16
Computing similarity between Unit 6 and Unit 17
Computing similarity between Unit 6 and Unit 18
Computing similarity between Unit 7 and Unit 0
Computing similarity between Unit 7 and Unit 1
Computing similarity between Unit 7 and Unit 2
Computing similarity between Unit 7 and Unit 3
Computing similarity between Unit 7 and Unit 4
Computing similarity between Unit 7 and Unit 5
Computing similarity between Unit 7 and Unit 6
Computing similarity between Unit 7 and Unit 7
Computing similarity between Unit 7 and Unit 8
Computing similarity between Unit 7 and Unit 9
Computing similarity between Unit 7 and Unit 10
Computing similarity between Unit 7 and Unit 11
Computing similarity between Unit 7 and Unit 12
Computing similarity between Unit 7 and Unit 13
Computing similarity between Unit 7 and Unit 14
Computing similarity between Unit 7 and Unit 15
Computing similarity between Unit 7 and Unit 16
Computing similarity between Unit 7 and Unit 17
Computing similarity between Unit 7 and Unit 18
Computing similarity between Unit 8 and Unit 0
Computing similarity between Unit 8 and Unit 1
Computing similarity between Unit 8 and Unit 2
Computing similarity between Unit 8 and Unit 3
Computing similarity between Unit 8 and Unit 4
Computing similarity between Unit 8 and Unit 5
Computing similarity between Unit 8 and Unit 6
Computing similarity between Unit 8 and Unit 7
Computing similarity between Unit 8 and Unit 8
Computing similarity between Unit 8 and Unit 9
Computing similarity between Unit 8 and Unit 10
Computing similarity between Unit 8 and Unit 11
Computing similarity between Unit 8 and Unit 12
Computing similarity between Unit 8 and Unit 13
Computing similarity between Unit 8 and Unit 14
Computing similarity between Unit 8 and Unit 15
Computing similarity between Unit 8 and Unit 16
Computing similarity between Unit 8 and Unit 17
Computing similarity between Unit 8 and Unit 18
Computing similarity between Unit 9 and Unit 0
Computing similarity between Unit 9 and Unit 1
Computing similarity between Unit 9 and Unit 2
Computing similarity between Unit 9 and Unit 3
Computing similarity between Unit 9 and Unit 4
Computing similarity between Unit 9 and Unit 5
Computing similarity between Unit 9 and Unit 6
Computing similarity between Unit 9 and Unit 7
Computing similarity between Unit 9 and Unit 8
Computing similarity between Unit 9 and Unit 9
Computing similarity between Unit 9 and Unit 10
Computing similarity between Unit 9 and Unit 11
Computing similarity between Unit 9 and Unit 12
Computing similarity between Unit 9 and Unit 13
Computing similarity between Unit 9 and Unit 14
Computing similarity between Unit 9 and Unit 15
Computing similarity between Unit 9 and Unit 16
Computing similarity between Unit 9 and Unit 17
Computing similarity between Unit 9 and Unit 18
Computing similarity between Unit 10 and Unit 0
Computing similarity between Unit 10 and Unit 1
Computing similarity between Unit 10 and Unit 2
Computing similarity between Unit 10 and Unit 3
Computing similarity between Unit 10 and Unit 4
Computing similarity between Unit 10 and Unit 5
Computing similarity between Unit 10 and Unit 6
Computing similarity between Unit 10 and Unit 7
Computing similarity between Unit 10 and Unit 8
Computing similarity between Unit 10 and Unit 9
Computing similarity between Unit 10 and Unit 10
Computing similarity between Unit 10 and Unit 11
Computing similarity between Unit 10 and Unit 12
Computing similarity between Unit 10 and Unit 13
Computing similarity between Unit 10 and Unit 14
Computing similarity between Unit 10 and Unit 15
Computing similarity between Unit 10 and Unit 16
Computing similarity between Unit 10 and Unit 17
Computing similarity between Unit 10 and Unit 18
Computing similarity between Unit 11 and Unit 0
Computing similarity between Unit 11 and Unit 1
Computing similarity between Unit 11 and Unit 2
Computing similarity between Unit 11 and Unit 3
Computing similarity between Unit 11 and Unit 4
Computing similarity between Unit 11 and Unit 5
Computing similarity between Unit 11 and Unit 6
Computing similarity between Unit 11 and Unit 7
Computing similarity between Unit 11 and Unit 8
Computing similarity between Unit 11 and Unit 9
Computing similarity between Unit 11 and Unit 10
Computing similarity between Unit 11 and Unit 11
Computing similarity between Unit 11 and Unit 12
Computing similarity between Unit 11 and Unit 13
Computing similarity between Unit 11 and Unit 14
Computing similarity between Unit 11 and Unit 15
Computing similarity between Unit 11 and Unit 16
Computing similarity between Unit 11 and Unit 17
Computing similarity between Unit 11 and Unit 18
Computing similarity between Unit 12 and Unit 0
Computing similarity between Unit 12 and Unit 1
Computing similarity between Unit 12 and Unit 2
Computing similarity between Unit 12 and Unit 3
Computing similarity between Unit 12 and Unit 4
Computing similarity between Unit 12 and Unit 5
Computing similarity between Unit 12 and Unit 6
Computing similarity between Unit 12 and Unit 7
Computing similarity between Unit 12 and Unit 8
Computing similarity between Unit 12 and Unit 9
Computing similarity between Unit 12 and Unit 10
Computing similarity between Unit 12 and Unit 11
Computing similarity between Unit 12 and Unit 12
Computing similarity between Unit 12 and Unit 13
Computing similarity between Unit 12 and Unit 14
Computing similarity between Unit 12 and Unit 15
Computing similarity between Unit 12 and Unit 16
Computing similarity between Unit 12 and Unit 17
Computing similarity between Unit 12 and Unit 18
Computing similarity between Unit 13 and Unit 0
Computing similarity between Unit 13 and Unit 1
Computing similarity between Unit 13 and Unit 2
Computing similarity between Unit 13 and Unit 3
Computing similarity between Unit 13 and Unit 4
Computing similarity between Unit 13 and Unit 5
Computing similarity between Unit 13 and Unit 6
Computing similarity between Unit 13 and Unit 7
Computing similarity between Unit 13 and Unit 8
Computing similarity between Unit 13 and Unit 9
Computing similarity between Unit 13 and Unit 10
Computing similarity between Unit 13 and Unit 11
Computing similarity between Unit 13 and Unit 12
Computing similarity between Unit 13 and Unit 13
Computing similarity between Unit 13 and Unit 14
Computing similarity between Unit 13 and Unit 15
Computing similarity between Unit 13 and Unit 16
Computing similarity between Unit 13 and Unit 17
Computing similarity between Unit 13 and Unit 18
Computing similarity between Unit 14 and Unit 0
Computing similarity between Unit 14 and Unit 1
Computing similarity between Unit 14 and Unit 2
Computing similarity between Unit 14 and Unit 3
Computing similarity between Unit 14 and Unit 4
Computing similarity between Unit 14 and Unit 5
Computing similarity between Unit 14 and Unit 6
Computing similarity between Unit 14 and Unit 7
Computing similarity between Unit 14 and Unit 8
Computing similarity between Unit 14 and Unit 9
Computing similarity between Unit 14 and Unit 10
Computing similarity between Unit 14 and Unit 11
Computing similarity between Unit 14 and Unit 12
Computing similarity between Unit 14 and Unit 13
Computing similarity between Unit 14 and Unit 14
Computing similarity between Unit 14 and Unit 15
Computing similarity between Unit 14 and Unit 16
Computing similarity between Unit 14 and Unit 17
Computing similarity between Unit 14 and Unit 18
Computing similarity between Unit 15 and Unit 0
Computing similarity between Unit 15 and Unit 1
Computing similarity between Unit 15 and Unit 2
Computing similarity between Unit 15 and Unit 3
Computing similarity between Unit 15 and Unit 4
Computing similarity between Unit 15 and Unit 5
Computing similarity between Unit 15 and Unit 6
Computing similarity between Unit 15 and Unit 7
Computing similarity between Unit 15 and Unit 8
Computing similarity between Unit 15 and Unit 9
Computing similarity between Unit 15 and Unit 10
Computing similarity between Unit 15 and Unit 11
Computing similarity between Unit 15 and Unit 12
Computing similarity between Unit 15 and Unit 13
Computing similarity between Unit 15 and Unit 14
Computing similarity between Unit 15 and Unit 15
Computing similarity between Unit 15 and Unit 16
Computing similarity between Unit 15 and Unit 17
Computing similarity between Unit 15 and Unit 18
Computing similarity between Unit 16 and Unit 0
Computing similarity between Unit 16 and Unit 1
Computing similarity between Unit 16 and Unit 2
Computing similarity between Unit 16 and Unit 3
Computing similarity between Unit 16 and Unit 4
Computing similarity between Unit 16 and Unit 5
Computing similarity between Unit 16 and Unit 6
Computing similarity between Unit 16 and Unit 7
Computing similarity between Unit 16 and Unit 8
Computing similarity between Unit 16 and Unit 9
Computing similarity between Unit 16 and Unit 10
Computing similarity between Unit 16 and Unit 11
Computing similarity between Unit 16 and Unit 12
Computing similarity between Unit 16 and Unit 13
Computing similarity between Unit 16 and Unit 14
Computing similarity between Unit 16 and Unit 15
Computing similarity between Unit 16 and Unit 16
Computing similarity between Unit 16 and Unit 17
Computing similarity between Unit 16 and Unit 18
Computing similarity between Unit 17 and Unit 0
Computing similarity between Unit 17 and Unit 1
Computing similarity between Unit 17 and Unit 2
Computing similarity between Unit 17 and Unit 3
Computing similarity between Unit 17 and Unit 4
Computing similarity between Unit 17 and Unit 5
Computing similarity between Unit 17 and Unit 6
Computing similarity between Unit 17 and Unit 7
Computing similarity between Unit 17 and Unit 8
Computing similarity between Unit 17 and Unit 9
Computing similarity between Unit 17 and Unit 10
Computing similarity between Unit 17 and Unit 11
Computing similarity between Unit 17 and Unit 12
Computing similarity between Unit 17 and Unit 13
Computing similarity between Unit 17 and Unit 14
Computing similarity between Unit 17 and Unit 15
Computing similarity between Unit 17 and Unit 16
Computing similarity between Unit 17 and Unit 17
Computing similarity between Unit 17 and Unit 18
Computing similarity between Unit 18 and Unit 0
Computing similarity between Unit 18 and Unit 1
Computing similarity between Unit 18 and Unit 2
Computing similarity between Unit 18 and Unit 3
Computing similarity between Unit 18 and Unit 4
Computing similarity between Unit 18 and Unit 5
Computing similarity between Unit 18 and Unit 6
Computing similarity between Unit 18 and Unit 7
Computing similarity between Unit 18 and Unit 8
Computing similarity between Unit 18 and Unit 9
Computing similarity between Unit 18 and Unit 10
Computing similarity between Unit 18 and Unit 11
Computing similarity between Unit 18 and Unit 12
Computing similarity between Unit 18 and Unit 13
Computing similarity between Unit 18 and Unit 14
Computing similarity between Unit 18 and Unit 15
Computing similarity between Unit 18 and Unit 16
Computing similarity between Unit 18 and Unit 17
Computing similarity between Unit 18 and Unit 18

Similarity calculation done!
7 units similarity violations found:
Unit_1    Unit_2    Similarity
   unit000   unit014   84.57943925233646
   unit004   unit013   81.75287356321839
   unit007   unit016   89.49367088607595
   unit011   unit003   58.53808353808354
   unit013   unit004   91.3322632423756
   unit014   unit000   77.6824034334764
   unit016   unit007   87.06896551724138

Saved RN31_ctaTest to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest_dataset.p

Saved RN31_ctaTest to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest_dataset.p


----------
Deleting unit 14 from dataset
----------

Renaming following units...
Renaming unit015 to unit014
Renaming unit016 to unit015
Renaming unit017 to unit016
Renaming unit018 to unit017
Correcting names of plots and metrics...
Finished deleting unit
----------
Saved RN31_ctaTest to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest_dataset.p


----------
Deleting unit 13 from dataset
----------

Renaming following units...
Renaming unit014 to unit013
Renaming unit015 to unit014
Renaming unit016 to unit015
Renaming unit017 to unit016
Correcting names of plots and metrics...
Finished deleting unit
----------
Saved RN31_ctaTest to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest_dataset.p


----------
Deleting unit 11 from dataset
----------

Renaming following units...
Renaming unit012 to unit011
Renaming unit013 to unit012
Renaming unit014 to unit013
Renaming unit015 to unit014
Renaming unit016 to unit015
Correcting names of plots and metrics...
Finished deleting unit
----------
Saved RN31_ctaTest to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest_dataset.p


----------
Deleting unit 7 from dataset
----------

Renaming following units...
Renaming unit008 to unit007
Renaming unit009 to unit008
Renaming unit010 to unit009
Renaming unit011 to unit010
Renaming unit012 to unit011
Renaming unit013 to unit012
Renaming unit014 to unit013
Renaming unit015 to unit014
Correcting names of plots and metrics...
Finished deleting unit
----------
Saved RN31_ctaTest to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest_dataset.p

Saved RN31_ctaTest to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest_dataset.p

Generating unit arrays with parameters:
----------
    dig_ins_to_use    
            0
    laser_channels    
        
    sampling_rate     30000.0
    pre_stimulus      2000
    post_stimulus     5000
    

----------
Making Unit Spike Arrays
----------


----------
Reading Trial Data Table From Store
----------
Done! Elapsed Time: 0.01


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Reading Trial Data Table From Store
----------
Done! Elapsed Time: 0.01

Creating spike arrays for dig_in_0...
Done with spike array creation!
----------

Saved RN31_ctaTest to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest_dataset.p


---------
Beginning unit similarity calculation
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Computing similarity between Unit 0 and Unit 0
Computing similarity between Unit 0 and Unit 1
Computing similarity between Unit 0 and Unit 2
Computing similarity between Unit 0 and Unit 3
Computing similarity between Unit 0 and Unit 4
Computing similarity between Unit 0 and Unit 5
Computing similarity between Unit 0 and Unit 6
Computing similarity between Unit 0 and Unit 7
Computing similarity between Unit 0 and Unit 8
Computing similarity between Unit 0 and Unit 9
Computing similarity between Unit 0 and Unit 10
Computing similarity between Unit 0 and Unit 11
Computing similarity between Unit 0 and Unit 12
Computing similarity between Unit 0 and Unit 13
Computing similarity between Unit 0 and Unit 14
Computing similarity between Unit 1 and Unit 0
Computing similarity between Unit 1 and Unit 1
Computing similarity between Unit 1 and Unit 2
Computing similarity between Unit 1 and Unit 3
Computing similarity between Unit 1 and Unit 4
Computing similarity between Unit 1 and Unit 5
Computing similarity between Unit 1 and Unit 6
Computing similarity between Unit 1 and Unit 7
Computing similarity between Unit 1 and Unit 8
Computing similarity between Unit 1 and Unit 9
Computing similarity between Unit 1 and Unit 10
Computing similarity between Unit 1 and Unit 11
Computing similarity between Unit 1 and Unit 12
Computing similarity between Unit 1 and Unit 13
Computing similarity between Unit 1 and Unit 14
Computing similarity between Unit 2 and Unit 0
Computing similarity between Unit 2 and Unit 1
Computing similarity between Unit 2 and Unit 2
Computing similarity between Unit 2 and Unit 3
Computing similarity between Unit 2 and Unit 4
Computing similarity between Unit 2 and Unit 5
Computing similarity between Unit 2 and Unit 6
Computing similarity between Unit 2 and Unit 7
Computing similarity between Unit 2 and Unit 8
Computing similarity between Unit 2 and Unit 9
Computing similarity between Unit 2 and Unit 10
Computing similarity between Unit 2 and Unit 11
Computing similarity between Unit 2 and Unit 12
Computing similarity between Unit 2 and Unit 13
Computing similarity between Unit 2 and Unit 14
Computing similarity between Unit 3 and Unit 0
Computing similarity between Unit 3 and Unit 1
Computing similarity between Unit 3 and Unit 2
Computing similarity between Unit 3 and Unit 3
Computing similarity between Unit 3 and Unit 4
Computing similarity between Unit 3 and Unit 5
Computing similarity between Unit 3 and Unit 6
Computing similarity between Unit 3 and Unit 7
Computing similarity between Unit 3 and Unit 8
Computing similarity between Unit 3 and Unit 9
Computing similarity between Unit 3 and Unit 10
Computing similarity between Unit 3 and Unit 11
Computing similarity between Unit 3 and Unit 12
Computing similarity between Unit 3 and Unit 13
Computing similarity between Unit 3 and Unit 14
Computing similarity between Unit 4 and Unit 0
Computing similarity between Unit 4 and Unit 1
Computing similarity between Unit 4 and Unit 2
Computing similarity between Unit 4 and Unit 3
Computing similarity between Unit 4 and Unit 4
Computing similarity between Unit 4 and Unit 5
Computing similarity between Unit 4 and Unit 6
Computing similarity between Unit 4 and Unit 7
Computing similarity between Unit 4 and Unit 8
Computing similarity between Unit 4 and Unit 9
Computing similarity between Unit 4 and Unit 10
Computing similarity between Unit 4 and Unit 11
Computing similarity between Unit 4 and Unit 12
Computing similarity between Unit 4 and Unit 13
Computing similarity between Unit 4 and Unit 14
Computing similarity between Unit 5 and Unit 0
Computing similarity between Unit 5 and Unit 1
Computing similarity between Unit 5 and Unit 2
Computing similarity between Unit 5 and Unit 3
Computing similarity between Unit 5 and Unit 4
Computing similarity between Unit 5 and Unit 5
Computing similarity between Unit 5 and Unit 6
Computing similarity between Unit 5 and Unit 7
Computing similarity between Unit 5 and Unit 8
Computing similarity between Unit 5 and Unit 9
Computing similarity between Unit 5 and Unit 10
Computing similarity between Unit 5 and Unit 11
Computing similarity between Unit 5 and Unit 12
Computing similarity between Unit 5 and Unit 13
Computing similarity between Unit 5 and Unit 14
Computing similarity between Unit 6 and Unit 0
Computing similarity between Unit 6 and Unit 1
Computing similarity between Unit 6 and Unit 2
Computing similarity between Unit 6 and Unit 3
Computing similarity between Unit 6 and Unit 4
Computing similarity between Unit 6 and Unit 5
Computing similarity between Unit 6 and Unit 6
Computing similarity between Unit 6 and Unit 7
Computing similarity between Unit 6 and Unit 8
Computing similarity between Unit 6 and Unit 9
Computing similarity between Unit 6 and Unit 10
Computing similarity between Unit 6 and Unit 11
Computing similarity between Unit 6 and Unit 12
Computing similarity between Unit 6 and Unit 13
Computing similarity between Unit 6 and Unit 14
Computing similarity between Unit 7 and Unit 0
Computing similarity between Unit 7 and Unit 1
Computing similarity between Unit 7 and Unit 2
Computing similarity between Unit 7 and Unit 3
Computing similarity between Unit 7 and Unit 4
Computing similarity between Unit 7 and Unit 5
Computing similarity between Unit 7 and Unit 6
Computing similarity between Unit 7 and Unit 7
Computing similarity between Unit 7 and Unit 8
Computing similarity between Unit 7 and Unit 9
Computing similarity between Unit 7 and Unit 10
Computing similarity between Unit 7 and Unit 11
Computing similarity between Unit 7 and Unit 12
Computing similarity between Unit 7 and Unit 13
Computing similarity between Unit 7 and Unit 14
Computing similarity between Unit 8 and Unit 0
Computing similarity between Unit 8 and Unit 1
Computing similarity between Unit 8 and Unit 2
Computing similarity between Unit 8 and Unit 3
Computing similarity between Unit 8 and Unit 4
Computing similarity between Unit 8 and Unit 5
Computing similarity between Unit 8 and Unit 6
Computing similarity between Unit 8 and Unit 7
Computing similarity between Unit 8 and Unit 8
Computing similarity between Unit 8 and Unit 9
Computing similarity between Unit 8 and Unit 10
Computing similarity between Unit 8 and Unit 11
Computing similarity between Unit 8 and Unit 12
Computing similarity between Unit 8 and Unit 13
Computing similarity between Unit 8 and Unit 14
Computing similarity between Unit 9 and Unit 0
Computing similarity between Unit 9 and Unit 1
Computing similarity between Unit 9 and Unit 2
Computing similarity between Unit 9 and Unit 3
Computing similarity between Unit 9 and Unit 4
Computing similarity between Unit 9 and Unit 5
Computing similarity between Unit 9 and Unit 6
Computing similarity between Unit 9 and Unit 7
Computing similarity between Unit 9 and Unit 8
Computing similarity between Unit 9 and Unit 9
Computing similarity between Unit 9 and Unit 10
Computing similarity between Unit 9 and Unit 11
Computing similarity between Unit 9 and Unit 12
Computing similarity between Unit 9 and Unit 13
Computing similarity between Unit 9 and Unit 14
Computing similarity between Unit 10 and Unit 0
Computing similarity between Unit 10 and Unit 1
Computing similarity between Unit 10 and Unit 2
Computing similarity between Unit 10 and Unit 3
Computing similarity between Unit 10 and Unit 4
Computing similarity between Unit 10 and Unit 5
Computing similarity between Unit 10 and Unit 6
Computing similarity between Unit 10 and Unit 7
Computing similarity between Unit 10 and Unit 8
Computing similarity between Unit 10 and Unit 9
Computing similarity between Unit 10 and Unit 10
Computing similarity between Unit 10 and Unit 11
Computing similarity between Unit 10 and Unit 12
Computing similarity between Unit 10 and Unit 13
Computing similarity between Unit 10 and Unit 14
Computing similarity between Unit 11 and Unit 0
Computing similarity between Unit 11 and Unit 1
Computing similarity between Unit 11 and Unit 2
Computing similarity between Unit 11 and Unit 3
Computing similarity between Unit 11 and Unit 4
Computing similarity between Unit 11 and Unit 5
Computing similarity between Unit 11 and Unit 6
Computing similarity between Unit 11 and Unit 7
Computing similarity between Unit 11 and Unit 8
Computing similarity between Unit 11 and Unit 9
Computing similarity between Unit 11 and Unit 10
Computing similarity between Unit 11 and Unit 11
Computing similarity between Unit 11 and Unit 12
Computing similarity between Unit 11 and Unit 13
Computing similarity between Unit 11 and Unit 14
Computing similarity between Unit 12 and Unit 0
Computing similarity between Unit 12 and Unit 1
Computing similarity between Unit 12 and Unit 2
Computing similarity between Unit 12 and Unit 3
Computing similarity between Unit 12 and Unit 4
Computing similarity between Unit 12 and Unit 5
Computing similarity between Unit 12 and Unit 6
Computing similarity between Unit 12 and Unit 7
Computing similarity between Unit 12 and Unit 8
Computing similarity between Unit 12 and Unit 9
Computing similarity between Unit 12 and Unit 10
Computing similarity between Unit 12 and Unit 11
Computing similarity between Unit 12 and Unit 12
Computing similarity between Unit 12 and Unit 13
Computing similarity between Unit 12 and Unit 14
Computing similarity between Unit 13 and Unit 0
Computing similarity between Unit 13 and Unit 1
Computing similarity between Unit 13 and Unit 2
Computing similarity between Unit 13 and Unit 3
Computing similarity between Unit 13 and Unit 4
Computing similarity between Unit 13 and Unit 5
Computing similarity between Unit 13 and Unit 6
Computing similarity between Unit 13 and Unit 7
Computing similarity between Unit 13 and Unit 8
Computing similarity between Unit 13 and Unit 9
Computing similarity between Unit 13 and Unit 10
Computing similarity between Unit 13 and Unit 11
Computing similarity between Unit 13 and Unit 12
Computing similarity between Unit 13 and Unit 13
Computing similarity between Unit 13 and Unit 14
Computing similarity between Unit 14 and Unit 0
Computing similarity between Unit 14 and Unit 1
Computing similarity between Unit 14 and Unit 2
Computing similarity between Unit 14 and Unit 3
Computing similarity between Unit 14 and Unit 4
Computing similarity between Unit 14 and Unit 5
Computing similarity between Unit 14 and Unit 6
Computing similarity between Unit 14 and Unit 7
Computing similarity between Unit 14 and Unit 8
Computing similarity between Unit 14 and Unit 9
Computing similarity between Unit 14 and Unit 10
Computing similarity between Unit 14 and Unit 11
Computing similarity between Unit 14 and Unit 12
Computing similarity between Unit 14 and Unit 13
Computing similarity between Unit 14 and Unit 14

Similarity calculation done!
No unit similarity violations found!
Saved RN31_ctaTest to /data/Katz_Data/Stk11_Project/RN31/RN31_ctaTest_201212_115427/RN31_ctaTest_dataset.p

